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08/09/2023
A Hierarchical Destroy and Repair Approach for Solving Very Large-Scale Travelling Salesman Problem
For prohibitively large-scale Travelling Salesman Problems (TSPs), exist...
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07/31/2023
Towards Unbalanced Motion: Part-Decoupling Network for Video Portrait Segmentation
Video portrait segmentation (VPS), aiming at segmenting prominent foregr...
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05/19/2023
Speech-Text Dialog Pre-training for Spoken Dialog Understanding with Explicit Cross-Modal Alignment
Recently, speech-text pre-training methods have shown remarkable success...
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05/10/2023
Efficient Training of Multi-task Neural Solver with Multi-armed Bandits
Efficiently training a multi-task neural solver for various combinatoria...
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02/03/2023
Learning to Decouple Complex Systems
A complex system with cluttered observations may be a coupled mixture of...
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02/01/2023
W2SAT: Learning to generate SAT instances from Weighted Literal Incidence Graphs
The Boolean Satisfiability (SAT) problem stands out as an attractive NP-...
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09/27/2022
View-aware Salient Object Detection for 360° Omnidirectional Image
Image-based salient object detection (ISOD) in 360 scenarios is signific...
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11/30/2020
Combinatorial Learning of Graph Edit Distance via Dynamic Embedding
Graph Edit Distance (GED) is a popular similarity measurement for pairwi...
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02/24/2020
Variational Wasserstein Barycenters for Geometric Clustering
We propose to compute Wasserstein barycenters (WBs) by solving for Monge...
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01/14/2020
Recognizing Video Events with Varying Rhythms
Recognizing Video events in long, complex videos with multiple sub-activ...
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12/02/2018
Plan-Recognition-Driven Attention Modeling for Visual Recognition
Human visual recognition of activities or external agents involves an in...
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05/01/2018
Weakly Supervised Attention Learning for Textual Phrases Grounding
Grounding textual phrases in visual content is a meaningful yet challeng...
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11/27/2017